output/regress/Cystic_Fibrosis/significant_genes_condition_Age.json

{
    "significant_genes": {
        "Variable": [
            "LEP",
            "ADAMTS5",
            "BUB1B",
            "LRRC15",
            "KLHL13",
            "COMP",
            "DENND2A",
            "CLEC7A",
            "SRPX",
            "SH3BGRL2",
            "MGLL",
            "PRAMEF5",
            "ABCA10",
            "DLK1",
            "TMEM255A",
            "CDCA5",
            "ARPIN-AP3S2",
            "TMEM132C",
            "KDELR2",
            "C15orf48",
            "C1orf167",
            "IGFBP6",
            "TUBA1C",
            "CAV1",
            "SYN2",
            "GRAMD2B",
            "HES6",
            "TSHZ2",
            "NAV2",
            "GPR171",
            "ENTREP1",
            "ASTN1",
            "MAB21L1",
            "PGM3",
            "FOS",
            "CDH5",
            "HS3ST4",
            "CX3CL1",
            "CLDN14",
            "SYNM",
            "PCBD2",
            "ME3",
            "SFRP1",
            "PTCHD1",
            "ARHGAP20",
            "CXCL9",
            "CCL28",
            "MMP13",
            "RGN",
            "CSF2RA",
            "COMMD3",
            "BMP6",
            "SOX17",
            "CAPSL"
        ],
        "Coefficient": [
            -0.08481800632356652,
            -0.061303999809992564,
            0.04730604660167428,
            0.04379453287719563,
            -0.035882701365260394,
            0.030687294323704737,
            -0.028154910840145996,
            0.023055756448359836,
            -0.023055625980739444,
            -0.02126624830151031,
            -0.019554094756170134,
            0.018684116751699786,
            -0.017523208834258067,
            -0.016663822180448144,
            -0.016459244179703136,
            0.015898847381290448,
            0.0152784566249717,
            -0.014722395194922964,
            0.013337860079998065,
            0.01266783337458244,
            0.01259832335788767,
            -0.012580081442354386,
            0.012346526987201283,
            -0.011620947419567075,
            -0.01076674009864261,
            -0.009986324729233794,
            0.009864889389939175,
            -0.009121225317888651,
            -0.008894723283570159,
            0.0081283276453022,
            -0.008004151116451082,
            -0.007330607764844995,
            -0.0065058468795269105,
            0.005880447368003141,
            -0.005760237242435525,
            -0.005594292728749181,
            -0.005427331595325117,
            -0.0050496761381678195,
            0.004619333002563018,
            -0.0042054683887442715,
            0.0035745896406938578,
            -0.0032103751469119805,
            -0.002917542209779331,
            -0.002271350982336752,
            -0.002128278590582367,
            0.0018707333708630142,
            -0.001530188483468705,
            0.0014133019509178205,
            -0.0011940113827982742,
            0.0011331333817553137,
            0.000922330457774108,
            -0.000705112895801311,
            -0.0003192995085925366,
            3.2784578208708496e-05
        ],
        "Absolute Coefficient": [
            0.08481800632356652,
            0.061303999809992564,
            0.04730604660167428,
            0.04379453287719563,
            0.035882701365260394,
            0.030687294323704737,
            0.028154910840145996,
            0.023055756448359836,
            0.023055625980739444,
            0.02126624830151031,
            0.019554094756170134,
            0.018684116751699786,
            0.017523208834258067,
            0.016663822180448144,
            0.016459244179703136,
            0.015898847381290448,
            0.0152784566249717,
            0.014722395194922964,
            0.013337860079998065,
            0.01266783337458244,
            0.01259832335788767,
            0.012580081442354386,
            0.012346526987201283,
            0.011620947419567075,
            0.01076674009864261,
            0.009986324729233794,
            0.009864889389939175,
            0.009121225317888651,
            0.008894723283570159,
            0.0081283276453022,
            0.008004151116451082,
            0.007330607764844995,
            0.0065058468795269105,
            0.005880447368003141,
            0.005760237242435525,
            0.005594292728749181,
            0.005427331595325117,
            0.0050496761381678195,
            0.004619333002563018,
            0.0042054683887442715,
            0.0035745896406938578,
            0.0032103751469119805,
            0.002917542209779331,
            0.002271350982336752,
            0.002128278590582367,
            0.0018707333708630142,
            0.001530188483468705,
            0.0014133019509178205,
            0.0011940113827982742,
            0.0011331333817553137,
            0.000922330457774108,
            0.000705112895801311,
            0.0003192995085925366,
            3.2784578208708496e-05
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 100.0,
            "precision": 100.0,
            "recall": 100.0,
            "f1": 100.0
        },
        "selection": {
            "precision": 1.3177239888203345,
            "recall": 0.46153846153846156,
            "f1": 0.6832489885546366,
            "jaccard": 0.3435811490648718
        }
    }
}